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jankatins/gist:f8ce78434a65717d6783

Created April 19, 2015 15:09
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gistfile1.txt
{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"collapsed": false
},
"outputs": [
{
"data": {
"application/pdf": [
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"
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